Detect multi-source transaction fraud and reconcile finances with OpenAI, Nvidia NIM, Gmail, Slack and Google Sheets
This automated system monitors diverse payment streams in real-time, leveraging OpenAI and Nvidia NIM to identify fraudulent transaction patterns and risk scores. It streamlines financial surveillance by delivering instant alerts via Slack and Gmail while logging detailed audit trails to Google Sheets for compliance. Perfect for fintech teams, this workflow balances proactive security with efficient automated reconciliation.
Run this with your team's AIWhat This Recipe Does
Managing financial records across multiple payment gateways and internal databases often leads to manual errors and overlooked discrepancies. This Multi-Source Transaction Fraud Detection and Financial Reconciliation Automation provides a robust solution for businesses to maintain integrity in their financial data. By automatically aggregating transaction records from various sources, the system performs real-time reconciliation to ensure every dollar is accounted for. It goes beyond simple matching by applying sophisticated logic to identify suspicious patterns or fraudulent activities instantly. When a mismatch or high-risk transaction occurs, the automation immediately alerts your team via Slack or email, allowing for rapid intervention before losses escalate. This workflow eliminates the need for tedious manual spreadsheets and significantly reduces the time spent on month-end closing. By centralizing your transaction history in a secure database, you gain a single source of truth for financial reporting. This automation ensures your business remains compliant, protects your bottom line from fraud, and empowers your finance team to focus on strategic analysis rather than manual data entry.
What your team gets
Forms and dashboards, so it is not a script only one person understands
Runs on your schedule in the cloud, so it does not stop when a laptop closes
Endpoints, so the rest of your stack can trigger the same work
DaySchedule, Http, Neon Postgres, Bot for Slack, BigMailer connected for the team, not per person
How It Works
- 1
Open the recipe and connect your accounts
Connect DaySchedule and Http once, in your team cloud, and nobody has to do it again on their own machine
- 2
Tell your own agent what is different about your process
Claude, ChatGPT, Cursor, whichever your team already uses. It adapts the recipe to how you actually work
- 3
Run it, then leave it running
It lives in your team cloud, so it keeps going after you close the laptop and every teammate's AI can use it
Who Uses This
- E-commerce managers use this to automatically compare store sales records against payment processor payouts to ensure all revenue is received and fees are correctly calculated.
- Financial compliance officers implement this to monitor high-frequency transactions for suspicious patterns, receiving instant notifications when activity exceeds predefined risk thresholds.
- Accounting teams at scaling startups use this to automate the month-end reconciliation process between bank statements and internal ledger entries, reducing closing time from days to hours.
Frequently Asked Questions
Can I connect my specific banking or payment gateway APIs?
Yes, the automation uses flexible HTTP requests and webhooks, allowing it to connect to any financial institution or service provider that offers an API or data export.
How does the system define what constitutes a fraudulent transaction?
You can define your own business logic and risk parameters within the workflow, such as transaction limits, geographic anomalies, or frequency spikes.
Does this replace my existing accounting software?
No, this automation acts as a bridge and auditor between your payment sources and your accounting software, ensuring data accuracy and providing an extra layer of security.
What happens when a discrepancy is found?
The system immediately flags the record, logs the details in your database, and sends a notification to your designated Slack channel or email address for manual review.
Coming from n8n?
This recipe uses nodes like ScheduleTrigger, Webhook, Set, HttpRequest and 12 more. On Runwork, you don't need to learn n8n's workflow syntax. Describe what you want to your own AI agent in plain English.
Based on n8n community workflow. View original
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Run this with the AI your team already uses
Your agent adapts it, your team cloud keeps it running, and everyone's AI can find it.
Open this recipe in Runwork